{"id":"W4394579585","doi":"10.1021/acsabm.4c00048","title":"3D Bioprinting of Food Grade Hydrogel Infused with Living <i>Pleurotus ostreatus</i> Mycelium in Non-sterile Conditions","year":2024,"lang":"en","type":"article","venue":"ACS Applied Bio Materials","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia; McGill University; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Mitacs","keywords":"Mycelium; 3D bioprinting; Pleurotus ostreatus; Biocomposite; Self-healing hydrogels; Materials science; Pulp and paper industry; Food science; Nanotechnology; Chemistry; Biology; Composite material; Biomedical engineering; Botany; Tissue engineering; Mushroom; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001546021,0.0002078647,0.00037464,0.00002939116,0.0001044843,0.00005776754,0.0001798913,0.0001354022,0.0001003852],"category_scores_gemma":[0.00001390368,0.00007398085,0.00003570878,0.000356903,0.0001493346,0.00004836279,0.0001373368,0.00009378424,0.00002694472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001305955,"about_ca_system_score_gemma":0.000007107298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050419,"about_ca_topic_score_gemma":0.0001709028,"domain_scores_codex":[0.9988312,0.00003314031,0.000313888,0.0003642677,0.00009668462,0.00036079],"domain_scores_gemma":[0.9995366,0.0002580761,0.00009498098,0.00005490829,0.00001907181,0.00003636445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00004584967,0.00006036187,0.0006292619,0.00003436047,0.00003766919,0.000007085629,0.00004059187,9.538236e-7,0.997999,0.0004367233,0.00006384747,0.0006443658],"study_design_scores_gemma":[0.0001239342,0.0005799115,0.07425201,0.0001348287,0.0000226232,0.000009502458,0.0001004183,0.000002132522,0.9236736,0.0005173789,0.0003523253,0.0002313091],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985315,0.00009018832,3.921901e-7,0.0001276489,0.0000920045,0.0003169586,0.0003446507,0.00009591678,0.0004007279],"genre_scores_gemma":[0.99929,0.000110073,0.00003592174,0.0001181493,0.0001474593,0.0000878354,0.0001882306,0.000002105244,0.00002021696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0743253,"threshold_uncertainty_score":0.3016852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01166297337942819,"score_gpt":0.1988514942189193,"score_spread":0.1871885208394911,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}